Are you sure about that? All expenses are a direct tax deduction??
From what I understand your net "paper" loss (including depreciation) is used to calculate your tax return from neg gearing. So for a total expense of $23,660 and rental income of 52 x 319 = $7,072 loss.. lets guess $5k...